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ORCIDGanesh Sivaraman
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2020 – today
- 2024
[c24]Nicholas Klein, Ganesh Sivaraman, Elie Khoury:
Phonetic Richness for Improved Automatic Speaker Verification. EUSIPCO 2024: 750-754- [i11]Ganesh Sivaraman, Chris J. Benmore:
Deciphering diffuse scattering with machine learning and the equivariant foundation model: The case of molten FeO. CoRR abs/2403.00259 (2024) - [i10]Nicholas Klein, Ganesh Sivaraman, Elie Khoury:
Phonetic Richness for Improved Automatic Speaker Verification. CoRR abs/2407.08017 (2024) - 2023
- [c23]Yashish M. Siriwardena, Ahmed Adel Attia, Ganesh Sivaraman, Carol Y. Espy-Wilson:
Audio Data Augmentation for Acoustic-to-Articulatory Speech Inversion. EUSIPCO 2023: 301-305 - [c22]Logan T. Ward, J. Gregory Pauloski, Valérie Hayot-Sasson, Ryan Chard, Yadu N. Babuji, Ganesh Sivaraman, Sutanay Choudhury, Kyle Chard, Rajeev Thakur
, Ian T. Foster:
Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources. IPDPS Workshops 2023: 32-41 - [i9]Logan T. Ward, J. Gregory Pauloski, Valérie Hayot-Sasson, Ryan Chard, Yadu N. Babuji, Ganesh Sivaraman, Sutanay Choudhury, Kyle Chard, Rajeev Thakur, Ian T. Foster:
Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources. CoRR abs/2303.08803 (2023) - 2022
- [c21]Ganesh Sivaraman, Ricardo Casal, Matt Garland, Elie Khoury:
Unsupervised Model Adaptation for End-to-End ASR. ICASSP 2022: 6987-6991 - [c20]Amruta Saraf, Ganesh Sivaraman, Elie Khoury:
Confidence Measure for Automatic Age Estimation From Speech. INTERSPEECH 2022: 2033-2037 - [c19]Rahil Parikh, Nadee Seneviratne, Ganesh Sivaraman, Shihab A. Shamma, Carol Y. Espy-Wilson:
Acoustic To Articulatory Speech Inversion Using Multi-Resolution Spectro-Temporal Representations Of Speech Signals. INTERSPEECH 2022: 4681-4685 - [c18]Yashish M. Siriwardena, Ganesh Sivaraman, Carol Y. Espy-Wilson:
Acoustic-to-articulatory Speech Inversion with Multi-task Learning. INTERSPEECH 2022: 5020-5024 - [c17]Amruta Saraf, Ganesh Sivaraman, Elie Khoury:
A Zero-Shot Approach to Identifying Children's Speech in Automatic Gender Classification. SLT 2022: 853-859 - [i8]Rahil Parikh, Nadee Seneviratne, Ganesh Sivaraman, Shihab A. Shamma, Carol Y. Espy-Wilson:
Acoustic To Articulatory Speech Inversion Using Multi-Resolution Spectro-Temporal Representations Of Speech Signals. CoRR abs/2203.05780 (2022) - 2021
- [j5]Francis J. Alexander, James A. Ang, Jenna A. Bilbrey, Jan Balewski, Tiernan Casey, Ryan Chard, Jong Choi, Sutanay Choudhury, Bert J. Debusschere, Anthony M. DeGennaro, Nikoli Dryden, J. Austin Ellis, Ian T. Foster, Cristina Garcia-Cardona, Sayan Ghosh, Peter Harrington, Yunzhi Huang, Shantenu Jha, Travis Johnston, Ai Kagawa, Ramakrishnan Kannan, Neeraj Kumar, Zhengchun Liu, Naoya Maruyama, Satoshi Matsuoka, Erin McCarthy, Jamaludin Mohd-Yusof, Peter Nugent, Yosuke Oyama, Thomas Proffen, David Pugmire, Sivasankaran Rajamanickam, Vinay Ramakrishnaiah, Malachi Schram, Sudip K. Seal, Ganesh Sivaraman, Christine Sweeney, Li Tan, Rajeev Thakur, Brian Van Essen, Logan T. Ward, Paul M. Welch, Michael Wolf, Sotiris S. Xantheas, Kevin G. Yager, Shinjae Yoo, Byung-Jun Yoon:
Co-design Center for Exascale Machine Learning Technologies (ExaLearn). Int. J. High Perform. Comput. Appl. 35(6): 598-616 (2021) - [j4]Jeremy Feinstein, Ganesh Sivaraman, Kurt Picel, Brian Peters, Álvaro Vázquez-Mayagoitia, Arvind Ramanathan, Margaret Macdonell, Ian T. Foster, Eugene Yan:
Uncertainty-Informed Deep Transfer Learning of Perfluoroalkyl and Polyfluoroalkyl Substance Toxicity. J. Chem. Inf. Model. 61(12): 5793-5803 (2021) - [c16]Yuliana Zamora, Logan T. Ward, Ganesh Sivaraman, Ian T. Foster, Henry Hoffmann:
Proxima: accelerating the integration of machine learning in atomistic simulations. ICS 2021: 242-253 - [c15]Logan T. Ward, Ganesh Sivaraman, J. Gregory Pauloski, Yadu N. Babuji, Ryan Chard, Naveen Dandu, Paul C. Redfern, Rajeev S. Assary, Kyle Chard, Larry A. Curtiss, Rajeev Thakur, Ian T. Foster:
Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing. MLHPC@SC 2021: 9-20 - [i7]Logan T. Ward, Jenna A. Bilbrey, Sutanay Choudhury, Neeraj Kumar, Ganesh Sivaraman:
Benchmarking Deep Graph Generative Models for Optimizing New Drug Molecules for COVID-19. CoRR abs/2102.04977 (2021) - [i6]Jenna A. Bilbrey, Logan T. Ward, Sutanay Choudhury, Neeraj Kumar, Ganesh Sivaraman:
Evening the Score: Targeting SARS-CoV-2 Protease Inhibition in Graph Generative Models for Therapeutic Candidates. CoRR abs/2105.10489 (2021) - [i5]Logan T. Ward, Ganesh Sivaraman, J. Gregory Pauloski, Yadu N. Babuji, Ryan Chard, Naveen Dandu, Paul C. Redfern, Rajeev S. Assary, Kyle Chard, Larry A. Curtiss, Rajeev Thakur, Ian T. Foster:
Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing. CoRR abs/2110.02827 (2021) - 2020
- [j3]Ganesh Sivaraman, Nicholas E. Jackson, Benjamín Sánchez-Lengeling, Álvaro Vázquez-Mayagoitia, Alán Aspuru-Guzik, Venkatram Vishwanath, Juan J. de Pablo:
A machine learning workflow for molecular analysis: application to melting points. Mach. Learn. Sci. Technol. 1(2): 25015 (2020) - [c14]Tianxiang Chen, Avrosh Kumar, Parav Nagarsheth, Ganesh Sivaraman, Elie Khoury:
Generalization of Audio Deepfake Detection. Odyssey 2020: 132-137 - [c13]Ganesh Sivaraman, Amruta Vidwans, Elie Khoury:
Speech Bandwidth Expansion For Speaker Recognition On Telephony Audio. Odyssey 2020: 440-445 - [i4]Ganesh Sivaraman, Leighanne Gallington, Anand Narayanan Krishnamoorthy, Marius Stan, Gábor Csányi, Álvaro Vázquez-Mayagoitia, Chris J. Benmore:
An Experimentally Driven Automated Machine Learned lnter-Atomic Potential for a Refractory Oxide. CoRR abs/2009.04045 (2020)
2010 – 2019
- 2019
- [j2]Emre Yilmaz, Vikramjit Mitra, Ganesh Sivaraman, Horacio Franco:
Articulatory and bottleneck features for speaker-independent ASR of dysarthric speech. Comput. Speech Lang. 58: 319-334 (2019) - [c12]Nadee Seneviratne, Ganesh Sivaraman, Carol Y. Espy-Wilson:
Multi-Corpus Acoustic-to-Articulatory Speech Inversion. INTERSPEECH 2019: 859-863 - [c11]Elie Khoury, Khaled Lakhdhar, Andrew Vaughan, Ganesh Sivaraman, Parav Nagarsheth:
Pindrop Labs' Submission to the First Multi-Target Speaker Detection and Identification Challenge. INTERSPEECH 2019: 1502-1505 - [i3]Emre Yilmaz, Vikramjit Mitra, Ganesh Sivaraman, Horacio Franco:
Articulatory and bottleneck features for speaker-independent ASR of dysarthric speech. CoRR abs/1905.06533 (2019) - [i2]Ganesh Sivaraman, Anand Narayanan Krishnamoorthy, Matthias Baur, Christian Holm, Marius Stan, Gábor Csányi, Chris J. Benmore, Álvaro Vázquez-Mayagoitia:
Machine Learning Inter-Atomic Potentials Generation Driven by Active Learning: A Case Study for Amorphous and Liquid Hafnium dioxide. CoRR abs/1910.10254 (2019) - 2018
- [c10]Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Carol Y. Espy-Wilson:
Smoothing Model Predictions Using Adversarial Training Procedures for Speech Based Emotion Recognition. ICASSP 2018: 4934-4938 - [c9]Nadee Seneviratne, Ganesh Sivaraman, Vikramjit Mitra, Carol Y. Espy-Wilson:
Noise Robust Acoustic to Articulatory Speech Inversion. INTERSPEECH 2018: 3137-3141 - [c8]Ganesh Sivaraman, Parav Nagarsheth, Elie Khoury:
Speech Synthesis in the Wild. INTERSPEECH 2018: 3217-3218 - [i1]Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Wael AbdAlmageed, Carol Y. Espy-Wilson:
Adversarial Auto-encoders for Speech Based Emotion Recognition. CoRR abs/1806.02146 (2018) - 2017
- [j1]Vikramjit Mitra, Ganesh Sivaraman, Hosung Nam, Carol Y. Espy-Wilson, Elliot Saltzman, Mark Tiede:
Hybrid convolutional neural networks for articulatory and acoustic information based speech recognition. Speech Commun. 89: 103-112 (2017) - [c7]Vikramjit Mitra, Ganesh Sivaraman, Chris Bartels, Hosung Nam, Wen Wang, Carol Y. Espy-Wilson, Dimitra Vergyri, Horacio Franco:
Joint modeling of articulatory and acoustic spaces for continuous speech recognition tasks. ICASSP 2017: 5205-5209 - [c6]Ganesh Sivaraman, Carol Y. Espy-Wilson, Martijn Wieling:
Analysis of Acoustic-to-Articulatory Speech Inversion Across Different Accents and Languages. INTERSPEECH 2017: 974-978 - [c5]Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Wael AbdAlmageed, Carol Y. Espy-Wilson:
Adversarial Auto-Encoders for Speech Based Emotion Recognition. INTERSPEECH 2017: 1243-1247 - 2016
- [c4]Ganesh Sivaraman, Vikramjit Mitra, Hosung Nam, Mark K. Tiede, Carol Y. Espy-Wilson:
Vocal Tract Length Normalization for Speaker Independent Acoustic-to-Articulatory Speech Inversion. INTERSPEECH 2016: 455-459 - 2015
- [c3]Ganesh Sivaraman, Vikramjit Mitra, Mark K. Tiede, Elliot Saltzman, Louis Goldstein, Carol Y. Espy-Wilson:
Analysis of coarticulated speech using estimated articulatory trajectories. INTERSPEECH 2015: 369-373 - 2014
- [c2]Vikramjit Mitra, Ganesh Sivaraman, Hosung Nam, Carol Y. Espy-Wilson, Elliot Saltzman:
Articulatory features from deep neural networks and their role in speech recognition. ICASSP 2014: 3017-3021
2000 – 2009
- 2001
- [c1]Ganesh Sivaraman, Pablo César, Petri Vuorimaa:
System Software For Digital Television Applications. ICME 2001
Coauthor Index
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